About this Specialization
This five-week, accelerated online specialization provides participants a hands-on introduction to designing and building data processing systems on Google Cloud Platform. Through a combination of presentations, demos, and hand-on labs, participants will learn how to design data processing systems, build end-to-end data pipelines, analyze data and carry out machine learning. The course covers structured, unstructured, and streaming data. This course teaches the following skills: • Design and build data processing systems on Google Cloud Platform • Leverage unstructured data using Spark and ML APIs on Cloud Dataproc • Process batch and streaming data by implementing autoscaling data pipelines on Cloud Dataflow • Derive business insights from extremely large datasets using Google BigQuery • Train, evaluate and predict using machine learning models using Tensorflow and Cloud ML • Enable instant insights from streaming data This class is intended for developers who are responsible for: • Extracting, Loading, Transforming, cleaning, and validating data • Designing pipelines and architectures for data processing • Creating and maintaining machine learning and statistical models • Querying datasets, visualizing query results and creating reports >>> By enrolling in this specialization you agree to the Qwiklabs Terms of Service as set out in the FAQ and located at: https://qwiklabs.com/terms_of_service <<<
From | Google Cloud via Coursera |
---|---|
Hours | 61 |
Instructor | Google Cloud Training |
Language | English |
Subjects | Data Science Programming IT & Networking |
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Careers
An overview of related careers and their average salaries in the US. Bars indicate income percentile (33rd - 99th).
DATA PROCESSING AND DATA ENTRY $30k
Data Processing/WinMaster Coordinator $42k
Data Entry/Processing Specialist $51k
Team Data Processing Specialist Lead $54k
Underwriting / Processing $58k
Data Processing Analyst 4 $61k
Engineer Processing $73k
Data Processing Analyst 2 $81k
Space Shuttle Crew Instructor - Data Processing Systems Manager $87k
Senior Data Processing Technician $88k
Senior Data Processing Analyst $110k
Senior Data Processing Specialist $115k
Courses in this Specialization
Listed in the order in which they should be taken
Starts | Course Information | |
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Jul |
Google Cloud Big Data and Machine Learning Fundamentals (You were viewing this course) This course introduces the Google Cloud big data and machine learning products and services that support the data-to-AI lifecycle. It explores the processes, challenges, and... Coursera | Google Cloud |
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Jan |
Leveraging Unstructured Data with Cloud Dataproc on Google Cloud Platform This 1-week, accelerated course builds upon previous courses in the Data Engineering on Google Cloud Platform specialization. Through a combination of video lectures,... Coursera | Google Cloud |
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Jan |
Serverless Data Analysis with Google BigQuery and Cloud Dataflow This 1-week, accelerated on-demand course builds upon Google Cloud Platform Big Data and Machine Learning Fundamentals. Through a combination of instructor-led presentations,... Coursera | Google Cloud |
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Jan |
Serverless Machine Learning with Tensorflow on Google Cloud Platform This one-week accelerated on-demand course provides participants a a hands-on introduction to designing and building machine learning models on Google Cloud Platform. Through a... Coursera | Google Cloud |
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Jan |
Building Resilient Streaming Systems on Google Cloud Platform This 1-week, accelerated on-demand course builds upon Google Cloud Platform Big Data and Machine Learning Fundamentals. Through a combination of video lectures, demonstrations,... Coursera | Google Cloud |
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From | Google Cloud via Coursera |
---|---|
Hours | 61 |
Instructor | Google Cloud Training |
Language | English |
Subjects | Data Science Programming IT & Networking |
Careers
An overview of related careers and their average salaries in the US. Bars indicate income percentile (33rd - 99th).
DATA PROCESSING AND DATA ENTRY $30k
Data Processing/WinMaster Coordinator $42k
Data Entry/Processing Specialist $51k
Team Data Processing Specialist Lead $54k
Underwriting / Processing $58k
Data Processing Analyst 4 $61k
Engineer Processing $73k
Data Processing Analyst 2 $81k
Space Shuttle Crew Instructor - Data Processing Systems Manager $87k
Senior Data Processing Technician $88k
Senior Data Processing Analyst $110k
Senior Data Processing Specialist $115k
Similar Courses
Sorted by relevance